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Estimated DGE Models and Forecasting Accuracy: A Preliminary Investigation with Canadian Data

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Kevin Moran
Veronika Dolar

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File URL: http://www.bankofcanada.ca/en/res/wp/2002/wp02-18.pdf
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Paper provided by Bank of Canada in its series Working Papers with number 02-18.

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Length: 40 pages Abstract: This paper applies the hybrid dynamic g eneral-equilibrium, vector autoregressive (DGE-VAR) model developed by Ireland (1999) to Canadian time series. It presents the first Canadian evidence that a hybrid DGE-VAR model may have better out-of-sample forecasting accuracy than a simple, structure-free VAR model. The evidence suggests that estimated DGE models have the potential to add good forecasting ability to their natural strength of adding structure to an economic model.
Date of creation: 2002
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Handle: RePEc:bca:bocawp:02-18

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Related research
Keywords: Business fluctuations and cycles; Economic models;

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Find related papers by JEL classification:
E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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    Other versions:
  2. Ireland, Peter N., 2001. "Sticky-price models of the business cycle: Specification and stability," Journal of Monetary Economics, Elsevier, vol. 47(1), pages 3-18, February. [Downloadable!] (restricted)
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  3. DeJong, David N. & Ingram, Beth F. & Whiteman, Charles H., 2000. "A Bayesian approach to dynamic macroeconomics," Journal of Econometrics, Elsevier, vol. 98(2), pages 203-223, October. [Downloadable!] (restricted)
  4. Ali Dib, 2001. "An Estimated Canadian DSGE Model with Nominal and Real Rigidities," Working Papers 01-26, Bank of Canada. [Downloadable!]
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  5. Coletti, D. & Hunt, B. & Rose, D. & Tetlow, R., 1996. "The Bank of Canada's New Quarterly Projection Model. Part 3 , the Dynamic Model : QPM," Technical Reports 75, Bank of Canada. [Downloadable!]
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  7. Perron, P, 1988. "The Great Crash, The Oil Price Shock And The Unit Root Hypothesis," Papers 338, Princeton, Department of Economics - Econometric Research Program.
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  8. Chow, Gregory C. & Kwan, Yum K., 1998. "How the basic RBC model fails to explain US time series," Journal of Monetary Economics, Elsevier, vol. 41(2), pages 301-318, April. [Downloadable!] (restricted)
  9. Chong, Yock Y & Hendry, David F, 1986. "Econometric Evaluation of Linear Macro-Economic Models," Review of Economic Studies, Blackwell Publishing, vol. 53(4), pages 671-90, August. [Downloadable!] (restricted)
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  11. Fuchun Li & Greg Tkacz, 2001. "Evaluating Linear and Non-Linear Time-Varying Forecast-Combination Methods," Working Papers 01-12, Bank of Canada. [Downloadable!]
  12. Ingram, Beth F. & Whiteman, Charles H., 1994. "Supplanting the 'Minnesota' prior: Forecasting macroeconomic time series using real business cycle model priors," Journal of Monetary Economics, Elsevier, vol. 34(3), pages 497-510, December. [Downloadable!] (restricted)
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  14. Altig, David E & Carlstrom, Charles T & Lansing, Kevin J, 1995. "Computable General Equilibrium Models and Monetary Policy Advice," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(4), pages 1472-93, November. [Downloadable!] (restricted)
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  15. Kim, Jinill, 2000. "Constructing and estimating a realistic optimizing model of monetary policy," Journal of Monetary Economics, Elsevier, vol. 45(2), pages 329-359, April. [Downloadable!] (restricted)
  16. McGrattan, Ellen R & Rogerson, Richard & Wright, Randall, 1997. "An Equilibrium Model of the Business Cycle with Household Production and Fiscal Policy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(2), pages 267-90, May.
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  17. Diebold, Francis X & Mariano, Roberto S, 1995. "Comparing Predictive Accuracy," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 253-63, July.
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  18. Peter N. Ireland, 1995. "Using the permanent income hypothesis for forecasting," Economic Quarterly, Federal Reserve Bank of Richmond, issue Win, pages 49-63. [Downloadable!]
  19. Sargent, Thomas J, 1989. "Two Models of Measurements and the Investment Accelerator," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 251-87, April. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Jesús Antonio Bejarano Rojas, 2005. "Estimación Estructural Y Análisis De La Curva De Phillips Neokeynesiana Para Colombia," ENSAYOS SOBRE POLÍTICA ECONÓMICA, BANCO DE LA REPÚBLICA - ESPE. [Downloadable!]
  2. Ali Dib & Mohamed Gammoudi & Kevin Moran, 2006. "Forecasting Canadian Time Series With the New-Keynesian Model," Working Papers Central Bank of Chile 382, Central Bank of Chile. [Downloadable!]
    Other versions:
  3. Juan F. Rubio-Ramirez & Jesus Fernández-Villaverde, 2005. "Estimating dynamic equilibrium economies: linear versus nonlinear likelihood," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(7), pages 891-910. [Downloadable!]
    Other versions:
  4. Ali Dib & Kevin Moran, 2005. "Forecasting with the New-Keynesian Model: An Experiment with Canadian Data," Computing in Economics and Finance 2005 235, Society for Computational Economics. [Downloadable!]
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